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恒河猴大脑发育轨迹:基于张量的结构形态测量和弥散张量成像的纵向分析。

Rhesus Macaque Brain Developmental Trajectory: A Longitudinal Analysis Using Tensor-Based Structural Morphometry and Diffusion Tensor Imaging.

机构信息

Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.

Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.

出版信息

Cereb Cortex. 2020 Jun 30;30(8):4325-4335. doi: 10.1093/cercor/bhaa015.

Abstract

The typical developmental trajectory of brain structure among nonhuman primates (NHPs) remains poorly understood. In this study, we characterized the normative trajectory of developmental change among a cohort of rhesus monkeys (n = 28), ranging in age from 2 to 22 months, using structural MRI datasets that were longitudinally acquired every 3-4 months. We hypothesized that NHP-specific transient intracranial volume decreases reported during late infancy would be part of the typical developmental process, which is driven by volumetric contraction of gray matter in primary functional areas. To this end, we performed multiscale analyses from the whole brain to voxel level, characterizing regional heterogeneity, hemispheric asymmetry, and sexual dimorphism in developmental patterns. The longitudinal trajectory of brain development was explained by three different regional volumetric growth patterns (exponentially decreasing, undulating, and linearly increasing), which resulted in developmental brain volume curves with transient brain volumetric decreases. White matter (WM) fractional anisotropy increased with age, corresponding to WM volume increases, while mean diffusivity (MD) showed biphasic patterns. The longitudinal trajectory of brain development in young rhesus monkeys follows typical maturation patterns seen in humans, but regional volumetric and MD changes are more dynamic in rhesus monkeys compared with humans, with marked decreases followed by "rebound-like" increases.

摘要

非人类灵长类动物(NHPs)的大脑结构的典型发育轨迹仍然知之甚少。在这项研究中,我们使用结构 MRI 数据集,对 28 只年龄在 2 至 22 个月之间的恒河猴进行了队列研究,以描述其正常的发育变化轨迹。这些数据集是每隔 3-4 个月进行一次纵向采集的。我们假设,在婴儿晚期报告的 NHPs 特有的短暂颅内体积减少将是典型发育过程的一部分,该过程是由主要功能区域的灰质体积收缩驱动的。为此,我们从全脑到体素水平进行了多尺度分析,描述了发育模式中的区域异质性、半球不对称性和性别二态性。脑发育的纵向轨迹由三种不同的区域体积生长模式(指数下降、波动和线性增加)来解释,这导致了具有短暂脑体积减少的发育性脑体积曲线。白质(WM)各向异性分数随年龄增加而增加,与 WM 体积增加相对应,而平均弥散度(MD)呈双相模式。年轻恒河猴的脑发育纵向轨迹遵循人类中常见的典型成熟模式,但与人类相比,恒河猴的区域体积和 MD 变化更为动态,出现明显减少后出现“反弹样”增加。

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